Dynamics in Complex Neural Networks
A special issue of Entropy (ISSN 1099-4300). This special issue belongs to the section "Complexity".
Deadline for manuscript submissions: closed (31 May 2021) | Viewed by 9082
Special Issue Editors
Interests: nonlinear analysis; mathematical modeling; fractional order systems
Special Issues, Collections and Topics in MDPI journals
Interests: applied mathematics; dynamical systems; differential equations; qualitative properties (almost periodicity, invariant manifolds, asymptotic properties, stability); impulsive perturbations; delays; fractional differential equations; neural networks; economic models
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Complex neural network systems are essential tools investigated and applied by academic researchers and industry. Recent advances in computer sciences, robotics, and mathematics have introduced new technologies and expanded the opportunities for neural network applications. Knowledge and understanding of these technologies have led to the development of new models, novel methods, and extending the existing techniques for analysis of the neural network dynamics.
Original research articles that will contribute to the development of the theory of complex neural network systems are invited. The focus will be on models as well as methods that explore aspects of dynamics in complex neural networks. Experimental and applied research results are also welcomed. Potential topics of the Special Issue include but are not limited to:
- Stability theory and strategies;
- Control theory;
- Extended stability strategies;
- Delayed neural networks;
- Impulsive neural networks;
- Fractional-order neural networks;
- Cohen–Grossberg neural networks;
- Reaction–diffusion neural networks;
- Biological neural network models;
- Bifurcation strategies;
- Entropy in complex neural networks;
- Asymptotic behavior;
- Applications in science and engineering.
Dr. Ivanka Stamova
Dr. Gani Stamov
Guest Editors
Manuscript Submission Information
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Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Entropy is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- dynamics
- complex neural networks
- fractional calculus
- impulsive effects
- delays
- entropy effects
- mathematics of computing
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